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December 3, 2015 20:27
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| . psmatch2 Treated Age Education Black Hispanic Married Nodegree, outcome(RE78) logit | |
| note: Black != 1 predicts failure perfectly | |
| Black dropped and 1 obs not used | |
| note: Hispanic omitted because of collinearity | |
| note: Married omitted because of collinearity | |
| Logistic regression Number of obs = 9 | |
| LR chi2(3) = 4.22 | |
| Prob > chi2 = 0.2382 | |
| Log likelihood = -4.0705415 Pseudo R2 = 0.3416 | |
| ------------------------------------------------------------------------------ | |
| Treated | Coef. Std. Err. z P>|z| [95% Conf. Interval] | |
| -------------+---------------------------------------------------------------- | |
| Age | .1656105 .1489175 1.11 0.266 -.1262625 .4574835 | |
| Education | -.1910432 1.342356 -0.14 0.887 -2.822013 2.439926 | |
| Black | 0 (omitted) | |
| Hispanic | 0 (omitted) | |
| Married | 0 (omitted) | |
| Nodegree | -1.790412 4.447845 -0.40 0.687 -10.50803 6.927204 | |
| _cons | -1.385701 17.57202 -0.08 0.937 -35.82623 33.05483 | |
| ------------------------------------------------------------------------------ | |
| ---------------------------------------------------------------------------------------- | |
| Variable Sample | Treated Controls Difference S.E. T-stat | |
| ----------------------------+----------------------------------------------------------- | |
| RE78 Unmatched | 4583.09607 5361.27324 -778.177173 5892.41387 -0.13 | |
| ATT | 4583.09607 16267.2518 -11684.1557 11228.9762 -1.04 | |
| ----------------------------+----------------------------------------------------------- | |
| """ | |
| Generalized Linear Model Regression Results | |
| ============================================================================== | |
| Dep. Variable: Treated No. Observations: 10 | |
| Model: GLM Df Residuals: 5 | |
| Model Family: Binomial Df Model: 4 | |
| Link Function: logit Scale: 1.0 | |
| Method: IRLS Log-Likelihood: -4.0705 | |
| Date: Thu, 03 Dec 2015 Deviance: 8.1411 | |
| Time: 15:23:33 Pearson chi2: 8.44 | |
| No. Iterations: 21 | |
| ============================================================================== | |
| coef std err z P>|z| [95.0% Conf. Int.] | |
| ------------------------------------------------------------------------------ | |
| const -5.2165 9639.235 -0.001 1.000 -1.89e+04 1.89e+04 | |
| Age 0.1656 0.149 1.112 0.266 -0.126 0.457 | |
| Education -0.1910 1.342 -0.142 0.887 -2.822 2.440 | |
| Black 3.8308 9639.230 0.000 1.000 -1.89e+04 1.89e+04 | |
| Hispanic -9.0474 1.93e+04 -0.000 1.000 -3.78e+04 3.78e+04 | |
| Married -9.0474 1.93e+04 -0.000 1.000 -3.78e+04 3.78e+04 | |
| Nodegree -1.7904 4.448 -0.403 0.687 -10.508 6.927 | |
| ============================================================================== | |
| """ | |
| 0 1.284746e-01 | |
| 1 1.481856e-01 | |
| 2 9.769961e-01 | |
| 3 1.583729e-10 | |
| 4 4.016521e-01 | |
| 5 2.475180e-01 | |
| 6 9.485158e-01 | |
| 7 4.095054e-01 | |
| 8 6.134985e-01 | |
| 9 1.256538e-01 | |
| .1284746544017369 | |
| .1481856382160808 | |
| .97699610157162 | |
| .4016520737466116 | |
| .2475180276240239 | |
| .9485158035836488 | |
| .4095053877411374 | |
| .6134984789578997 | |
| .1256537831663986 |
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